Lörch, Niels

1. Phase Transitions in the Output Distribution of Large Language Models
   2024/05/27 by Arnold, Julian, Holtorf, Flemming, Schäfer, Frank +1 · 4 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Statistical Mechanics (cond-mat.stat-mech)
2. Fast Detection of Phase Transitions with Multi-Task Learning-by-Confusion
   2023/11/15 by Julian Arnold, Arnold, Julian, Frank Schäfer +3 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · Physics and Astronomy · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Protein Structure and Dynamics #Statistical Mechanics (cond-mat.stat-mech) #Theoretical and Computational Physics
3. Machine learning phase transitions: Connections to the Fisher information
   2023/11/17 by Julian Arnold, Niels Lörch, Arnold, Julian +5 · 3 citations
   Materials Science · Physics and Astronomy · #Machine Learning in Materials Science #Statistical Mechanics and Entropy